Wesley was born in Greenville on July 3, 1957, to Earl Milton Bowen and Bula Mae Rushing Bowen. He worked for 35 years in the refrigeration and air-conditioning business.

He was known for his love of playing and singing country music, and he enjoyed hunting, fishing, cooking, and being with friends and family. He is preceded in death by his parents, Earl and Bula Bowen.